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Energy spectrum analysis of compressible flow based on MHz-PIV 被引量:1

基于MHz-PIV的可压缩流体能谱分析
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摘要 High-speed flows have consistently presented significant challenges to experimental research due to their complex and unsteady characteristics.This study investigates the use of the megahertz-frequency particle image velocimetry(MHz-PIV)technique to enhance time resolution under high-speed flow conditions.In our experiments,five high-speed cameras were utilized in rapid succession to capture images of the same measurement area,achieving ultra-high time resolution particle image data.Through advanced image processing techniques,we corrected optical distortions and identified common areas among the captured images.The implementation of a sliding average algorithm,along with spectral analysis of the compressible turbulent flow field based on velocity data,facilitated a comprehensive analysis.The results confirm the capability of MHz-PIV for high-frequency sampling,significantly reducing reliance on individual camera performance.This approach offers a refined measurement method with superior spatiotemporal resolution for high-speed flow experiments. 高速流动因其复杂且非定常的特性,一直是实验研究中的重要挑战.本文提出了一种适用于高速流动条件的高时间分辨率实验方法(MHz-PIV).通过5台高速相机交替拍摄相同测量区域,获取了超高时间分辨率的粒子图像数据.结合先进的图像处理技术,进行光学畸变校正,并提取了图像中的公共区域.随后,采用滑动平均算法计算速度场,并基于速度数据对可压缩湍流场进行了频谱分析,完成了功率谱密度的深入解析.研究结果表明,MHz-PIV技术能够在降低对单台相机性能依赖的情况下实现高频采样,为高速流动研究提供了一种兼具高时空分辨率的测量手段.
作者 Xintao Lu Hang Zhao Xing Wei Zhen Yang Menggang Kang Hua Yang Shuang Chen Fang Zhang Qi Gao 鲁鑫涛;赵航;魏星;杨震;康锰钢;杨华;陈爽;张放;高琪
出处 《Acta Mechanica Sinica》 2025年第9期284-299,共16页 力学学报(英文版)
基金 supported by the National Key Research and Development Program of China(Grant No.2020YFA0405700).
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